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Running rfm customer segmentation analysis...
Sent to — interactive charts, statistical results, R code, and AI insights.
Analyze another fileStandard-library analysis: segment your customers by Recency, Frequency, and Monetary value straight from a raw transactions table (one row per order). Every customer gets quintile R/F/M scores and lands in a standard industry segment — Champions, Loyal, At Risk, Can't Lose Them, Hibernating and more — with per-segment size, revenue, and recency stats so you know exactly who to reward, who to win back, and how much revenue is at stake.
Interactive horizontal_bar visualization
Interactive table visualization
Interactive heatmap visualization
Interactive bar visualization
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Decide which customers get the loyalty reward versus the win-back offer
See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.
Run any analysis on your own data — validated R analyses, interactive reports, AI insights, and PDF export.
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